AI Cost Tracking
Track OpenAI and Anthropic usage by feature, customer and trace, not only by monthly invoice.
- Drop-in SDK metering
- Per-feature attribution
- Model-switch recommendations
TurboFinOps organizes cloud and AI cost work around what buyers actually need: prioritized action, governed execution and proof that savings landed.
7/14/30
receipt checkpoints
3
cloud providers
20+
resource families
1
verified savings view
Modules
Track OpenAI and Anthropic usage by feature, customer and trace, not only by monthly invoice.
Verify realized savings with 7/14/30-day post-action checkpoints and regression detection.
Join Stripe revenue with cloud, AI and observability cost for per-customer gross margin.
Track Datadog logs and custom metric cost and correlate it with cloud and AI spend.
Prioritize waste by dollars, risk, owner and confidence instead of rule lists.
Turn non-prod idle hours into repeatable savings policies with rollback history.
Surface exposure and policy issues when they change action risk, approvals or enterprise review.
Use tags and policy packs to decide who owns the action and whether it can proceed.
Keep every approval, execution and verification traceable for finance and security review.
Summarize cost drivers and action plans from real inventory and findings, with rule fallback.
Product views
Today, Savings, Costs and Settings replace the old dashboard sprawl. Users should know what to approve before they ever open a raw findings table.
Today
Top savings actions, approvals, anomalies and receipts that need attention.
Savings
Pipeline from detected waste to approved action to verified receipt.
Costs
Cloud, AI, unit economics, forecasts and margin-impact views.
Settings
Connections, billing, members, SSO, integrations and security controls.
Scanner coverage
The scanner normalizes provider-specific inventory into a shared model, then ranks waste and risk by the work most likely to recover money safely.
Compute
EC2, Azure VM, Compute Engine, node pools
Storage
EBS, Managed Disk, Persistent Disk, snapshots
Network
Public IPs, NAT, load balancers, transfer-heavy patterns
Database
RDS, Aurora, Azure SQL, Cloud SQL and cache services
Containers
ECS, ECR, Container Apps, ACR, Cloud Run, Artifact Registry
Serverless
Lambda, Azure Functions, Cloud Functions
Workflow
Connect AWS, Azure or GCP with read-only discovery and identify recoverable spend.
Rank actions by monthly savings, risk, owner and confidence.
Route the safest work through Slack, tickets or in-product approval.
Measure the post-action cost delta and issue a savings receipt.
Every service path resolves organization context before touching tenant data.
Resources, costs, actions, evidence and subscriptions share typed tenant-scoped records.
Connect a read-only scope and surface recoverable spend in 10 minutes.
Connect one AWS, Azure or GCP scope, approve the safest savings actions, and give finance a receipt when the savings verify.